Shubhanshu Mishra
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Updated README with features
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README.md
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@@ -268,7 +268,7 @@ dataset_info:
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### Sentiment
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| | | tokens | tweets | vocab |
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| data | split | | | |
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| Airline | dev | 20079 | 981 | 3273 |
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| | test | 50777 | 2452 | 5630 |
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### Abusive
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| | | tokens | tweets | vocab |
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| data | split | | | |
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| Founta | dev | 102534 | 4663 | 22529 |
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| | test | 256569 | 11657 | 44540 |
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### Uncertainity
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| | | tokens | tweets | vocab |
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| data | split | | | |
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| Riloff | dev | 2126 | 145 | 1002 |
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| | test | 5576 | 362 | 1986 |
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### Part of Speech Tagging
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| | | labels | labels_unique | sequences | tokens_unique | total_tokens |
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| data_key | split_prefix | | | | | |
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| Owoputi | train | [!, #, $, &, ,, @, A, D, E, G, L, M, N, O, P, R, S, T, U, V, X, Y, Z, ^, ~] | 25 | 1547 | 6572 | 22326 |
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| | dev | [!, #, $, &, ,, @, A, D, E, G, L, N, O, P, R, S, T, U, V, X, Z, ^, ~] | 23 | 327 | 2036 | 4823 |
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### Named Entity Recognition
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| | | boundaries | labels | labels_unique | sequences | tokens_unique | total_tokens |
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| data_key | split_prefix | | | | | | |
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| Finin | train | [I, B, O] | [LOC, PER, ORG] | 3 | 10000 | 19663 | 172188 |
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| | test | [I, B, O] | [LOC, PER, ORG] | 3 | 5369 | 13027 | 97525 |
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@@ -371,7 +371,7 @@ dataset_info:
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### Chunking
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| | | boundaries | labels | labels_unique | sequences | tokens_unique | total_tokens |
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| data_key | split_prefix | | | | | | |
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| Ritter | train | [I, B, O] | [ADJP, PP, INTJ, ADVP, PRT, NP, SBAR, VP, CONJP] | 9 | 551 | 3158 | 10584 |
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| | dev | [I, B, O] | [ADJP, PP, INTJ, ADVP, PRT, NP, SBAR, VP] | 8 | 118 | 994 | 2317 |
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@@ -381,7 +381,7 @@ dataset_info:
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### Supersense Tagging
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| | | boundaries | labels | labels_unique | sequences | tokens_unique | total_tokens |
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| data_key | split_prefix | | | | | | |
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| Ritter | train | [I, B, O] | [NOUN.BODY, NOUN.STATE, NOUN.ARTIFACT, NOUN.ATTRIBUTE, NOUN.FOOD, NOUN.TOPS, NOUN.COGNITION, NOUN.EVENT, NOUN.OBJECT, NOUN.MOTIVE, NOUN.GROUP, VERB.COMMUNICATION, NOUN.PHENOMENON, VERB.POSSESSION, VERB.COMPETITION, NOUN.POSSESSION, NOUN.FEELING, VERB.SOCIAL, NOUN.ANIMAL, VERB.CREATION, VERB.CONSUMPTION, VERB.PERCEPTION, VERB.CONTACT, VERB.WEATHER, VERB.BODY, NOUN.LOCATION, NOUN.QUANTITY, NOUN.SUBSTANCE, NOUN.RELATION, NOUN.TIME, NOUN.PERSON, VERB.COGNITION, VERB.EMOTION, NOUN.PLANT, VERB.STATIVE, VERB.MOTION, NOUN.COMMUNICATION, NOUN.PROCESS, NOUN.ACT, VERB.CHANGE] | 40 | 551 | 3174 | 10652 |
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| | dev | [I, B, O] | [NOUN.BODY, NOUN.STATE, NOUN.ARTIFACT, NOUN.ATTRIBUTE, NOUN.FOOD, NOUN.COGNITION, NOUN.EVENT, NOUN.OBJECT, NOUN.MOTIVE, NOUN.GROUP, VERB.COMMUNICATION, NOUN.PHENOMENON, VERB.COMPETITION, VERB.POSSESSION, NOUN.POSSESSION, NOUN.FEELING, VERB.SOCIAL, NOUN.ANIMAL, VERB.CREATION, VERB.CONSUMPTION, VERB.PERCEPTION, VERB.CONTACT, VERB.BODY, NOUN.LOCATION, NOUN.QUANTITY, NOUN.SUBSTANCE, NOUN.RELATION, NOUN.TIME, VERB.COGNITION, NOUN.PERSON, VERB.EMOTION, NOUN.PLANT, VERB.STATIVE, VERB.MOTION, NOUN.COMMUNICATION, NOUN.ACT, VERB.CHANGE] | 37 | 118 | 1014 | 2242 |
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### Sentiment
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| 269 |
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| | | tokens | tweets | vocab |
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+
|------------:|-------:|--------:|--------:|-------:|
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| data | split | | | |
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| 273 |
| Airline | dev | 20079 | 981 | 3273 |
|
| 274 |
| | test | 50777 | 2452 | 5630 |
|
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| 293 |
### Abusive
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| 294 |
|
| 295 |
| | | tokens | tweets | vocab |
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| 296 |
+
|-----------:|-------:|--------:|--------:|--------:|
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| 297 |
| data | split | | | |
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| 298 |
| Founta | dev | 102534 | 4663 | 22529 |
|
| 299 |
| | test | 256569 | 11657 | 44540 |
|
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| 306 |
### Uncertainity
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| 307 |
|
| 308 |
| | | tokens | tweets | vocab |
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| 309 |
+
|--------:|-------:|--------:|--------:|-------:|
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| data | split | | | |
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| 311 |
| Riloff | dev | 2126 | 145 | 1002 |
|
| 312 |
| | test | 5576 | 362 | 1986 |
|
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| 319 |
### Part of Speech Tagging
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| 320 |
|
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| | | labels | labels_unique | sequences | tokens_unique | total_tokens |
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|-------------:|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|---------------:|-----------:|---------------:|--------------:|
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| 323 |
| data_key | split_prefix | | | | | |
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| 324 |
| Owoputi | train | [!, #, $, &, ,, @, A, D, E, G, L, M, N, O, P, R, S, T, U, V, X, Y, Z, ^, ~] | 25 | 1547 | 6572 | 22326 |
|
| 325 |
| | dev | [!, #, $, &, ,, @, A, D, E, G, L, N, O, P, R, S, T, U, V, X, Z, ^, ~] | 23 | 327 | 2036 | 4823 |
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| 339 |
### Named Entity Recognition
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| 340 |
|
| 341 |
| | | boundaries | labels | labels_unique | sequences | tokens_unique | total_tokens |
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| 342 |
+
|------------:|--------------:|------------:|---------------------------------------------------------------------------------------------------------------------------:|---------------:|-----------:|---------------:|--------------:|
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| 343 |
| data_key | split_prefix | | | | | | |
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| 344 |
| Finin | train | [I, B, O] | [LOC, PER, ORG] | 3 | 10000 | 19663 | 172188 |
|
| 345 |
| | test | [I, B, O] | [LOC, PER, ORG] | 3 | 5369 | 13027 | 97525 |
|
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| 371 |
### Chunking
|
| 372 |
|
| 373 |
| | | boundaries | labels | labels_unique | sequences | tokens_unique | total_tokens |
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| 374 |
+
|----------:|--------------:|------------:|--------------------------------------------------:|---------------:|-----------:|---------------:|--------------:|
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| 375 |
| data_key | split_prefix | | | | | | |
|
| 376 |
| Ritter | train | [I, B, O] | [ADJP, PP, INTJ, ADVP, PRT, NP, SBAR, VP, CONJP] | 9 | 551 | 3158 | 10584 |
|
| 377 |
| | dev | [I, B, O] | [ADJP, PP, INTJ, ADVP, PRT, NP, SBAR, VP] | 8 | 118 | 994 | 2317 |
|
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| 381 |
### Supersense Tagging
|
| 382 |
|
| 383 |
| | | boundaries | labels | labels_unique | sequences | tokens_unique | total_tokens |
|
| 384 |
+
|---------------:|--------------:|------------:|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|---------------:|-----------:|---------------:|--------------:|
|
| 385 |
| data_key | split_prefix | | | | | | |
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| 386 |
| Ritter | train | [I, B, O] | [NOUN.BODY, NOUN.STATE, NOUN.ARTIFACT, NOUN.ATTRIBUTE, NOUN.FOOD, NOUN.TOPS, NOUN.COGNITION, NOUN.EVENT, NOUN.OBJECT, NOUN.MOTIVE, NOUN.GROUP, VERB.COMMUNICATION, NOUN.PHENOMENON, VERB.POSSESSION, VERB.COMPETITION, NOUN.POSSESSION, NOUN.FEELING, VERB.SOCIAL, NOUN.ANIMAL, VERB.CREATION, VERB.CONSUMPTION, VERB.PERCEPTION, VERB.CONTACT, VERB.WEATHER, VERB.BODY, NOUN.LOCATION, NOUN.QUANTITY, NOUN.SUBSTANCE, NOUN.RELATION, NOUN.TIME, NOUN.PERSON, VERB.COGNITION, VERB.EMOTION, NOUN.PLANT, VERB.STATIVE, VERB.MOTION, NOUN.COMMUNICATION, NOUN.PROCESS, NOUN.ACT, VERB.CHANGE] | 40 | 551 | 3174 | 10652 |
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| | dev | [I, B, O] | [NOUN.BODY, NOUN.STATE, NOUN.ARTIFACT, NOUN.ATTRIBUTE, NOUN.FOOD, NOUN.COGNITION, NOUN.EVENT, NOUN.OBJECT, NOUN.MOTIVE, NOUN.GROUP, VERB.COMMUNICATION, NOUN.PHENOMENON, VERB.COMPETITION, VERB.POSSESSION, NOUN.POSSESSION, NOUN.FEELING, VERB.SOCIAL, NOUN.ANIMAL, VERB.CREATION, VERB.CONSUMPTION, VERB.PERCEPTION, VERB.CONTACT, VERB.BODY, NOUN.LOCATION, NOUN.QUANTITY, NOUN.SUBSTANCE, NOUN.RELATION, NOUN.TIME, VERB.COGNITION, NOUN.PERSON, VERB.EMOTION, NOUN.PLANT, VERB.STATIVE, VERB.MOTION, NOUN.COMMUNICATION, NOUN.ACT, VERB.CHANGE] | 37 | 118 | 1014 | 2242 |
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